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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

2015-pydataparis

Pandas introduction talk I gave at Pydata Paris 2015

2020-2021

Intelligent Data Analysis (IAU_B) 2020/2021 @ FIIT STU in Bratislava

2021-2022

Intelligent Data Analysis (IAU_B) 2021/2022 @ FIIT STU in Bratislava

2022-2023

Intelligent Data Analysis (IAU_B) 2022/2023 @ FIIT STU in Bratislava

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

covid-19

Wuhan Corona (COVID-19) patients dataset

covid19-data

Open data sets related to the covid19 pandemic in Slovakia.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

decision-tree-cart

Simple implementation of CART algorithm to train decision trees

dl-course

Podklady k predmetu Zaklady hlbokeho ucenia

dockers-for-datascience

iau-2019-2020

Repository for course IAU (Intelligent Data Analysis) taught at FIIT STU in autumn semester of 2019/2020

iau-course

Intelligent Data Analysis (IAU_B) @ FIIT STU in Bratislava

keras_timeseriesgenerator

How to use Keras TimeseriesGenerator for time series data

learn-python3

Jupyter notebooks for teaching/learning Python 3

neural-networks-course

Repozitár k predmetu Neurónové siete

numpy-100

100 numpy exercises (with solutions)

pipelines-using-sklearn

python-ecology-lesson

Data Analysis and Visualization in Python for Ecologists

scikit-learn-tips

:robot::zap: Daily scikit-learn tips

statsmodels

Statsmodels: statistical modeling and econometrics in Python